Michael Shatny software developer · theorist-builder
shatny.dev · Canada · 2026
Analytical Framework
Cormorant Foraging Sound / Space / Time — intelligence systems organized by physical dimension Framework
6D Foraging Cascade analysis across six business dimensions — 2–11× multipliers revealed Methodology
CAL Cascade Analysis Language — methodology compiled into executable DSL syntax Language
DRIFT Gap measurement between methodology score and performance score Formula
FETCH Action decision engine — EXECUTE / WATCH / HOLD from cascade signal Formula
GESA Generative Episodic Simulated Annealing — the optimization layer that learns Algorithm
Intelligence Systems
ChirpIQX Sound dimension — real-time urgency scoring and signal detection MCP Server
PerchIQX Space dimension — database schema intelligence and structural mapping MCP Server
Wake Intelligence Time dimension — 5-layer temporal memory brain for AI agents MCP Server
Infrastructure Primitives
RECALL COBOL-inspired publishing language — source is the artifact, authorship is compile-time Compiler
Rune Protocol @ ~ ! ? — four-sigil reactive binding grammar, bounded-complete Protocol
EMBER Artifact language for agent pipelines — .sil files both humans and agents read Language
Mere Workbook format — screens, state, behavior, data in one portable file Format
FORGE Fire-Once, Receive, Go, Execute — delivery pattern for sovereign intelligence products Pattern
PACE Pattern for Agentic Conversational Experience — guide-first interface design Pattern
Pipelines
Phoenix Seven-agent legacy modernization pipeline — extract intent, rebuild from zero Pipeline
Strata Five-agent database archaeology pipeline — Schema Signal → Classifier Pipeline
REACH + OCTO Declare intent · Claude compiles · live systems answer — local workflow for Windows Runtime
Case Library
StratIQX · 241 cases 6D cascade analysis applied to real events — every claim cited, every score verifiable Library
Writing & Research
Articles 30+ long-form pieces on semantic intent, agentic systems, and AI-first design Writing
Zenodo Papers 25 open-access papers — ORCID-linked, DOI-stamped, citable Research
GitHub 98 repositories · 2,180 contributions in the last year Code
npm 9 packages — RECALL, Phoenix, Wake, EMBER, Strata, CAL, and more Packages